Python Machine Learning (293455)

San Jose, CA 95134

Posted: 10/28/2020 Industry: Engineering Job Number: 4173

Job Description


As a Python Machine Learning Contractor, you will work as part of a GPU IP team. This is a mid to senior-level position where the candidate will be in an individual contributor role, tasked with driving and architecting the Machine Learning Methodology to infer and predict Power Trends of the GPU.

Key Responsibilities include:

• Create reporting of power counters (per draw, per pass basis)
• Deliver counter-based power simulator (using Machine Learning) which can simulate power (for existing products)

Minimum Requirements:

• BSEE, Computer Engineer, Computer Science or comparable and 5 + years experience
• Ideal candidate would have an extensive background ( 5 years of hands-on work coding) in Machine Learning and Data Science
• Able to develop multiple scripts to gather, organize and report out data in the form of charts and dashboards (knowledge in data frames, matplotlibs would be useful)
• Able to apply various Data Science concepts (knowledge of Keras, Tensorflow, clustering, ensemble learning, etc. required) to define, implement and code machine learning models

The preferred candidate will possess the following:

• Background in Emulation and Power Tools (like PTPX and/or Power Artist) is added advantage

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